TL;DR
- Profound is an enterprise AI visibility platform. In February 2026, Profound announced a $96M Series C at a $1B valuation, which confirms the category is real and moving fast.
- Illusion covers the practical AI search workflow most small teams need first: multi-model mention tracking, competitor visibility, website audits, Google AI Overview context, bot traffic context, and plain-English fixes.
- Both tools help answer the same business question: when buyers ask AI tools for recommendations, do you show up or do competitors? The difference is scope, buying motion, and how much platform you need right now.
- If you’re a founder or growth-stage team that needs clear answers without a sales process, Illusion is the better fit. If you’re an enterprise brand with a dedicated SEO team and six-figure tool budgets, Profound might be worth the conversation.
Why this comparison matters
A year ago, very few teams were tracking whether ChatGPT mentioned their product. Today there is a real category forming around AI visibility, and two very different philosophies for how to approach it.
Profound is building a full-stack enterprise platform: answer-engine insights, prompt analytics, agents, shopping visibility, partner programs, and an enterprise sales motion. They are going after large brands and marketing organizations with real AI search budgets.
Illusion takes a different approach. We believe most companies don’t need a 12-feature platform to answer a simple question: are AI models recommending my product, and if not, what do I do about it?
This isn’t a hit piece. Profound builds good software. But their product is designed for a different buyer — and their pricing reflects it. This post breaks down where each tool wins so you can decide which one fits your actual needs.
Feature comparison
| Feature | Illusion | Profound |
|---|---|---|
| AI models tracked | ChatGPT, Claude, Gemini, and Perplexity on every plan | Broad answer-engine coverage on enterprise platform; verify plan-level access directly |
| Google AI Overview context | Yes | Yes, based on public platform positioning |
| AI bot traffic analysis | Yes — Cloudflare CDN integration | Agent analytics and broader enterprise reporting |
| Smart Summary after each scan | Yes — AI-generated action plan | Yes — actionable recommendations |
| Content generation agents | No | Yes (Growth and Enterprise) |
| Prompt volume data | No | Yes |
| Shopping visibility | No | Yes (Enterprise) |
| Self-serve signup | Yes — scan in under 60 seconds | More demo and platform-led |
| Free trial | 7 days, no credit card | Not listed |
| SOC 2 Type II | No | Yes |
A few things stand out:
Illusion tracks the core answer engines small teams ask about first. ChatGPT, Claude, Gemini, and Perplexity are available on every Illusion plan, and Google AI Overview context is part of the workflow. Profound’s public site positions around a broader enterprise platform, so verify current plan-level coverage directly before buying.
Illusion uses Cloudflare server logs for bot traffic. Profound uses Google Analytics. This matters because GA4 is JavaScript-based, and AI crawlers don’t execute JavaScript. GA4 systematically undercounts bot visits. Server-side log analysis catches what GA4 misses.
Profound has features Illusion doesn’t. Content generation, prompt volume data, and shopping visibility are real capabilities. Whether you need them depends on your team size and stage. A 5-person startup probably doesn’t need an AI content agent — they need to know if their existing content is working.
Pricing and buyer fit
This is where the two products diverge most.
| Illusion | Profound | |
|---|---|---|
| Entry path | $19/month Starter | Demo or current public pricing page; verify directly |
| Growth path | $39/month Growth | Enterprise/platform motion |
| Best budget fit | Founders, startups, small businesses, lean teams | Larger teams with dedicated AI search budget |
| Models at entry price | ChatGPT, Claude, Gemini, Perplexity | Verify current plan coverage directly |
| Free trial | 7 days, no credit card | Not listed |
| Credit card required to start | No | Verify directly |
Why the gap exists — and what it means
Profound has raised serious venture capital. They have enterprise sales, compliance infrastructure, partner programs, and agent workflows. All of that costs money to build and maintain, and it usually gets passed through to the customer.
Illusion is a lean product built by a small team. We don’t have a partner program. We don’t have a sales team. We don’t generate blog posts for you. What we do is monitor the four major AI models, tell you exactly where you stand, and give you a prioritized action plan — at a price point that doesn’t require budget approval from your CFO.
This isn’t cheaper because it’s less capable at the core job. It’s cheaper because we don’t charge you for features designed for 50-person marketing departments. If you’re a founder, a solo marketer, or a small growth team, you’re paying enterprise overhead for capabilities you’ll never touch.
Think of it this way: Profound is built for the enterprise AI visibility program. Illusion is built for the first useful operating loop.
The real decision: enterprise platform or first useful loop?
For most startups and small businesses, the first useful loop is simple:
- Run a website audit.
- Track 5-15 real buyer prompts.
- See which competitors appear instead.
- Fix the website, source material, schema, FAQs, comparison pages, or third-party citations.
- Rerun and measure whether answers change.
That loop creates learning. If it starts producing value, you can always graduate into more complex workflows later. The mistake is buying the complex platform before your website gives AI systems enough clear evidence to cite.
Who Profound is built for
Give credit where it’s due. Profound has built real enterprise infrastructure:
- SOC 2 Type II compliance — if your procurement team requires it, you need it. Illusion doesn’t have this yet.
- Content generation agents — if you have a content team that needs to produce AI-optimized articles at scale, Profound’s agent workflow is a real time-saver.
- Shopping visibility — if you sell physical products and need to track ChatGPT Shopping results, Profound is one of the few tools that does this.
- Prompt volume data — knowing how many people ask a given query is valuable for prioritization. Illusion doesn’t offer this yet.
- Brand customers — Profound lists Indeed, Docusign, LG, and Walmart as customers. If you’re operating at that scale with dedicated AEO teams, their platform makes sense.
If you’re spending $10K+/month on SEO tooling already, Profound’s pricing isn’t a stretch. It’s another line item in an existing budget.
Who Illusion is built for
Illusion exists because we looked at the AI visibility market and saw a gap: every tool was priced for enterprise, but the teams that needed the data most urgently — startups, bootstrapped SaaS companies, early-stage growth teams — were priced out.
Here’s what Illusion does well:
- Four AI models from day one. You don’t need to upgrade to track Claude or Gemini. Every plan queries ChatGPT, Claude, Gemini, and Perplexity.
- Scan and get answers in 90 seconds. No sales call, no onboarding meeting, no 2-week trial negotiation. Sign up, add your product, run a scan.
- AI-generated action plan after every scan. Each scan produces a Smart Summary — an AI-powered diagnosis of your strengths, gaps, and exactly what to fix next, prioritized by impact.
- AI bot traffic analysis. Connect your Cloudflare account and see which AI crawlers visit your site, which pages they read, and how often. This is the server-side data that GA4 misses entirely.
- Google AI Overview tracking. We scrape the AI Overview box for your primary query so you know whether Google is citing you — and who it cites instead.
- $19/month. Not $19/month for a stripped-down version. $19/month for the full scanning engine across all four models.
What Illusion doesn’t do (yet)
Transparency matters in a comparison post. Here’s what Profound offers that Illusion doesn’t:
- Prompt volume data. Illusion doesn’t tell you how many people ask a given query. You bring the queries you care about; we tell you what AI says.
- Content generation. Illusion doesn’t write blog posts or optimize your existing content. We show you what to fix; you (or your writer) fix it.
- Shopping visibility. If you sell physical products through ChatGPT Shopping, Illusion doesn’t track that.
- SOC 2 compliance. If your company requires SOC 2 from every vendor, Illusion isn’t there yet.
- Enterprise features. No custom deployments, no on-premises options, no dedicated account managers.
If these are dealbreakers for your team, Profound is the better choice. We’d rather be honest about that than oversell.
The bottom line
| If you are… | Use… |
|---|---|
| A startup founder who needs to know if AI recommends your product | Illusion |
| A solo marketer or small growth team at a SaaS company | Illusion |
| A bootstrapped company that can’t justify $99-$399/month for monitoring | Illusion |
| An enterprise brand with a dedicated AEO/SEO team and existing tool budgets | Profound |
| A team that needs AI-generated content at scale | Profound |
| A company whose procurement requires SOC 2 compliance | Profound |
Both tools solve the same fundamental problem. The difference is who they’re designed for and what you’ll pay to get started.
Profound built the enterprise platform. Illusion built the tool that everyone else can actually afford to use.
Frequently Asked Questions
Can I switch from Profound to Illusion?
Yes. Illusion focuses on the core visibility data smaller teams usually need first: whether you are mentioned, where you appear, which competitors show up, how the answer describes you, and what to fix next. You can sign up for a free trial and compare the workflow before making a bigger platform decision.
Does Illusion track the same AI models as Profound?
Illusion tracks ChatGPT, Claude, Gemini, and Perplexity on every plan and includes Google AI Overview context. Profound positions around broader enterprise answer-engine coverage, so verify current plan-level model access directly with Profound before buying.
Is Illusion's lower price because it has fewer features?
Illusion is cheaper because it is narrower by design. It focuses on affordable monitoring, website audits, competitor visibility, and practical recommendations. Profound bundles broader enterprise workflows such as agents, shopping visibility, prompt-volume data, and compliance.
Does Illusion offer an enterprise plan?
Not yet. If you need SOC 2 compliance, custom deployments, or dedicated support, Profound is the better fit today. Illusion is built for startups and growth-stage teams.
What is AI bot traffic analysis?
AI models send crawlers (like GPTBot, ClaudeBot, PerplexityBot) to read your website before they can cite it in responses. Illusion connects to your Cloudflare account to show you exactly which bots visit, which pages they read, and how often. Google Analytics misses most of this traffic because AI crawlers don't execute JavaScript.
Not ready to buy monitoring yet? Run the free AI website analyzer first. Ready to track mentions? Start your free trial — 7 days free, no credit card required.